Run
8876401

Run 8876401

Task 3905 (Supervised Classification) mc2 Uploaded 09-03-2018 by William Raynaut
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Flow

weka.kf.AttributeSelection-Ranker-InfoGain-ReplaceMissingValues-NaiveBayes( 1)A Weka KnowledgeFlow using AttributeSelection-Ranker-InfoGain-ReplaceMissingValues-NaiveBayes.kf

Result files

xml
Description

XML file describing the run, including user-defined evaluation measures.

arff
Predictions

ARFF file with instance-level predictions generated by the model.

17 Evaluation measures

Area under ROC curve
0.5967
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7059
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.3057
Cross-validation details (10-fold Crossvalidation)
KB relative information score
58.1993
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2661
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4381
Cross-validation details (10-fold Crossvalidation)
Number of instances
161
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.7328
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7391
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9099
Cross-validation details (10-fold Crossvalidation)
Recall
0.7391
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6073
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4676
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.5055
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.0809
Cross-validation details (10-fold Crossvalidation)